Identification of the Early Stage of Alzheimer's Disease Using Structural MRI and Resting-State fMRI

Identification of the Early Stage of Alzheimer's Disease Using Structural MRI and Resting-State fMRI

Accurate prediction of the early stage of Alzheimer's disease (AD) is important but very challenging. The goal of this study was to utilize predictors for diagnosis conversion to AD based on integrating resting-state functional MRI (rs-fMRI) connectivity analysis and structural MRI (sMRI). We i...

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Bibliographic Details
Main Authors: Seyed Hani Hojjati, Ata Ebrahimzadeh, Abbas Babajani-Feremi
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Neurology
Subjects:
Alzheimer's disease (AD)
mild cognitive impairment (MCI)
resting-state fMRI
graph theory
machine learning
hub nodes
Online Access:https://www.frontiersin.org/article/10.3389/fneur.2019.00904/full

Internet

https://www.frontiersin.org/article/10.3389/fneur.2019.00904/full

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